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So the two threads version of the WideFinder in my last post is pretty practical, but it doesn't solve the theoretical problem of scaling to many cores/CPUs. It doesn't take too much to rejig it so it uses multiple worker threads. I decided to change it to use Futures instead of manually joining on the thread, and that is a bit nicer. I also introduced multiple file reading threads, so you can pass in a list of files separated by your system's path separator. The only slightly tricky thing is the use of a countdown latch to let us know when all the reading threads are finished. The maps returned by the workers must be combined to give use the final result. With the amount of work done for each line multiple worker threads don't help, but that could easily change if you were doing something more complex.

One thing I found was passing multiple files in, even when they were on the same disk, did result in a speedup. For example 1 file with 1m lines took about 2.5 seconds, and 2 files with 1m lines each and 3 processing threads took about 3.4 seconds. That is not bad at all. I had read about what some of the Erlang guys were doing with reading one file in parallel in multiple processes. I thought it was unlikely to give much of an advantage, but I am rethinking that now. I may have a look at implementing that in Java.

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